Create your survey

Create your survey

Create your survey

How to create online course student survey about assessment fairness

Adam Sabla - Image Avatar

Adam Sabla

·

Aug 21, 2025

Create your survey

This article will guide you on how to create an Online Course Student survey about Assessment Fairness. With Specific, you can build a tailored survey in seconds—no hassle, pure insight.

Steps to create a survey for Online Course Students about Assessment Fairness

If you want to save time, just generate a survey with Specific—it couldn’t be simpler.

  1. Tell what survey you want.

  2. Done.

You honestly don’t even need to read further. AI composes the whole survey for you—with expert knowledge built in. It will even ask respondents targeted follow-up questions to gather deep, actionable insights as the conversation progresses.

Why running an Online Course Student survey on assessment fairness matters

Assessment fairness is a core topic for online learning success—and it’s one of those areas where feedback from students makes or breaks your teaching approach. If you’re not running Online Course Student feedback surveys on assessment fairness, you’re flying blind: missing pain points or potential improvements that could have a dramatic impact on outcomes and satisfaction.

  • Effective course evaluations are crucial for enhancing online learning experiences. Research shows that students are more likely to complete shorter surveys—this means more responses and better data for you. [1]

  • Well-structured surveys let you catch fairness issues early, surface systemic biases, and show students you take their voice seriously. Without them, you risk disengagement, lower course ratings, or being blindsided by negative trends.

  • Actionable insights gathered through these surveys can help you improve course content, tweak grading practices, and build trust. If you want your online courses to stand out, the importance of Online Course Student recognition surveys can't be overstated.

  • You also demonstrate a transparent, student-first culture—students appreciate being asked “Did the grading feel fair?” or “How could the assessment be more transparent?”

Put simply: skipping these surveys means missing prime opportunities to improve and prove your commitment to fairness.

What makes a good survey on assessment fairness?

Let’s get real—anyone can throw together a form, but a great Online Course Student survey about assessment fairness needs a mix of clear, unbiased questions and a conversational, friendly tone. That makes students more comfortable sharing the truth, which leads to more valuable feedback.

What does that look like? For starters:

  • Neutral Language: Avoid leading or loaded words.

  • Open-Ended Opportunities: Encourage students to express their reasoning and stories.

  • Short and focused: Research shows that shorter surveys boost completion rates. [1]

  • Conversational flow: Surveys should feel like friendly chats, not interrogation.

The main measure isn’t just the number of responses—it’s the richness and honesty of those responses. When both quality and quantity are high, you know you nailed your survey structure.

Bad practices

Good practices

Confusing or leading questions

Clear, unbiased, direct wording

Long, tedious form

Short, conversational chat

No follow-ups

Dynamic follow-up questions for clarity

Impersonal, rigid tone

Friendly, encouraging language

Best question types and examples for Online Course Student survey about assessment fairness

The quality of your survey data hinges on your question design. For assessment fairness, here’s how we recommend structuring your survey for the best results (see our guide on best questions for online course student survey about assessment fairness).

Open-ended questions let students fully express their perspectives, which can unveil issues you hadn’t anticipated. These are best for when you want real stories or to uncover hidden pain points.

  • “In your own words, do you feel the grading in this course was fair? Why or why not?”

  • “What specific changes would help make the assessment process more transparent for you?”


Single-select multiple-choice questions are fast and easy for students, boosting response rates. Use these when you want structured, quantifiable data.

How clearly were the assessment criteria explained?

  • Very clearly

  • Somewhat clearly

  • Not at all clear

  • Not sure


NPS (Net Promoter Score) question types are powerful for benchmarking overall sentiment. Use them to quickly gauge satisfaction and fairness in a way that’s easy to track over time. Want to generate a NPS survey for online course students about assessment fairness instantly?

On a scale of 0–10, how likely are you to recommend this course to a fellow student, based on how fair the assessments felt?


Followup questions to uncover "the why" are essential whenever a student’s answer is vague or critical. This helps you get to the root cause.

The best approach? Use smart, adaptive follow-ups when you notice ambiguity. For example:


  • “You mentioned ‘somewhat unfair.’ Can you describe what felt unfair or how it could be improved?”


To explore more question examples and tips, see our detailed article here.

What is a conversational survey (and why does AI change the game)?

“Conversational surveys” mimic the flow of a real dialogue—they ask, listen, and respond just like a thoughtful person would in a one-on-one interview. With AI survey builders, this experience becomes instant, dynamic, and expert-led. Instead of static, dull forms, you engage Online Course Students in a format they already know: chat.

The Specific AI survey generator does all the heavy lifting—structuring your survey around best practices, clear questions, and personalized follow-up logic. Traditional/manual surveys force you to labor over every word; AI generators use proven phrasing and adapt on the fly, saving you hours and often resulting in better, higher-quality data (read more about AI survey generators).

Manual surveys

AI-powered surveys

Slow setup, error-prone

Instant creation, best practices included

Rigid and impersonal

Conversational and adaptive

No contextual follow-ups

Smart probing based on answers

Basic, static analytics

Automated, deep AI-powered analysis

Why use AI for Online Course Student surveys? It’s fast, it feels natural, and it surfaces richer insights. An AI survey example instantly adapts to the student’s experience, filling gaps and clarifying responses—no more sifting through confusing or incomplete answers. Specific delivers best-in-class conversational surveys, making feedback engaging for everyone involved.

Want a detailed breakdown? Check out our step-by-step guide on how to create a survey and analyze responses.

The power of follow-up questions

If you want deep, actionable insights on assessment fairness, follow-up questions are a must-have—not an optional extra (more on this in our automated AI followup questions article). Specific’s AI engine asks real-time, expert-level follow-ups based on each student’s previous reply, ensuring you collect the full story behind every answer.

  • Online Course Student: “I think the grading was unfair.”

  • AI follow-up: “Can you share more about which aspects of the grading felt unfair, so I can better understand your perspective?”

Automated follow-ups like these save hours you’d otherwise spend reaching out for clarification. As a result, student feedback becomes richer and the conversation feels genuinely human—you don’t get that with static surveys.

How many followups to ask? In most cases, 2-3 follow-ups strike the perfect balance. With Specific, you can adjust this as needed, or even let respondents skip ahead once you’ve got the information you’re after.

This makes it a conversational survey—follow-ups provide a natural, evolving discussion, powering up engagement and honesty.

Analysis is remarkably simple. Even with all that open-ended, unstructured text, AI-powered survey response analysis tools (learn how to analyze responses easily) make turning feedback into action effortless.

Automated follow-up questions redefine what’s possible; try generating a survey and see for yourself how much more insightful your data becomes.

See this assessment fairness survey example now

The fastest way to improve course assessment fairness? See a real AI-driven conversational survey in action and create your own survey—you’ll see deeper insights, more engaged students, and a process you’ll actually enjoy.

Create your survey

Try it out. It's fun!

Sources

  1. Explorance.com. 8 tips for designing effective course evaluations.

  2. Moldstud.com. Clear and concise questions improve response accuracy by 25%.

Adam Sabla - Image Avatar

Adam Sabla

Adam Sabla is an entrepreneur with experience building startups that serve over 1M customers, including Disney, Netflix, and BBC, with a strong passion for automation.

Adam Sabla

Adam Sabla is an entrepreneur with experience building startups that serve over 1M customers, including Disney, Netflix, and BBC, with a strong passion for automation.

Adam Sabla

Adam Sabla is an entrepreneur with experience building startups that serve over 1M customers, including Disney, Netflix, and BBC, with a strong passion for automation.